{"id":"W2329635274","doi":"10.1007/dcr.0b013e31819724a3","title":"Hospital Readmission Rates after Ileal Pouch-Anal Anastomosis","year":2009,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Stoma care and complications","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Anastomosis; Pouch; Surgery; Ileostomy; Colorectal surgery; Ulcerative colitis; Retrospective cohort study; Bowel obstruction; Proctocolectomy; General surgery; Abdominal surgery; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002710396,0.0001026128,0.0001818871,0.00004797759,0.0000709166,0.000009860428,0.0001508538,0.00004255677,0.0001857376],"category_scores_gemma":[0.0001478665,0.00006850017,0.000235831,0.0002163691,0.00005971454,0.00003702037,0.00003885113,0.0000784908,0.00002104296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004255118,"about_ca_system_score_gemma":0.0001077343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001919182,"about_ca_topic_score_gemma":0.000003142971,"domain_scores_codex":[0.9992925,0.0000251906,0.0001576996,0.0001714485,0.0002077197,0.0001454241],"domain_scores_gemma":[0.9991719,0.0000425545,0.00007613267,0.0004335397,0.0001244791,0.0001513774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005252607,0.004815804,0.6496692,0.0002135254,0.0004817293,0.0001231863,0.001178408,0.0000162532,0.03037175,0.001819207,0.2188887,0.08716962],"study_design_scores_gemma":[0.000367549,0.0005497026,0.988583,0.0001152963,0.0003024184,0.000008136655,0.00008047925,0.00003236588,0.006942454,0.0008330636,0.00209307,0.00009243815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876416,0.001241267,0.00000875164,0.009305049,0.0001471928,0.00029625,0.00004381229,0.00004636958,0.001269729],"genre_scores_gemma":[0.9980222,0.00002422089,0.00005265845,0.001222998,0.0001077185,0.00003287588,0.00001912858,0.000008740786,0.0005094426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3389138,"threshold_uncertainty_score":0.2793356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005732942664171282,"score_gpt":0.268782424526997,"score_spread":0.2630494818628257,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}